AI/ML Resources

Create POM With LLM (GitHub Copilot) and Playwright MCP

Learn how to build a scalable, AI-powered test automation framework using Playwright MCP, GitHub Copilot, and the Page Object Model design pattern.

June 13, 2025

by Kailash Pathak

CORE

· 4,609 Views · 5 Likes

Smarter IoT Systems With Edge Computing and AI

IoT Systems can be enhanced and improved in terms of efficiency through the use of artificial intelligence and edge computing

June 13, 2025

by Surendra Pandey

· 2,576 Views · 3 Likes

AI Agent Architectures: Patterns, Applications, and Implementation Guide

AI agent architectures provide structural blueprints for designing intelligent systems that perceive environments, process information, and execute actions.

June 13, 2025

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 6,633 Views · 7 Likes

When Incentives Sabotage Product Strategy

Learn in this article how to tackle incentives sabotaging product strategy with strategic rejection techniques that align goals, improve focus, and build trust.

June 13, 2025

by Stefan Wolpers

CORE

· 1,736 Views · 5 Likes

RAG vs. CAG: A Deep Dive into Context-Aware AI Generation Techniques

RAG retrieves external knowledge to ground AI responses, while CAG uses internal context for personalization—combine both for smarter, context-aware systems.

June 13, 2025

by Rambabu Bandam

· 4,091 Views · 2 Likes

The Missing Infrastructure Layer: Why AI's Next Evolution Requires Distributed Systems Thinking

Let's explore how investing in proven AI infrastructure yields a competitive advantage over those who continue trying to solve infrastructure problems at the app layer.

June 12, 2025

by John Vester

CORE

· 2,268 Views · 3 Likes

Designing Scalable Multi-Agent AI Systems: Leveraging Domain-Driven Design and Event Storming

Use Domain-Driven Design and Event Storming to define agent roles, boundaries, and scalable architectures for complex Multi-Agent AI Systems aligned with business needs.

June 12, 2025

by Kaustav Dey

· 4,233 Views · 3 Likes

AI-Native Platforms: The Unstoppable Alliance of GenAI and Platform Engineering

The future of software development involves an AI-powered DevEx. This marks the end of static platforms and the dawn of an intelligent era.

June 11, 2025

by Graziano Casto

CORE

· 2,890 Views · 2 Likes

Building Generative AI Services: An Introductory and Practical Guide

Amazon Bedrock simplifies AI app development with serverless APIs, offering Q&A, summarization, and image generation using top models like Claude and Stability AI.

June 11, 2025

by Srinivas Chippagiri

CORE

· 18,368 Views · 13 Likes

Software Specs 2.0: An Elaborate Example

Learn how to define precise, secure, and testable requirements for an AI-generated User Authentication Login Endpoint with structured documentation

June 11, 2025

by Stelios Manioudakis, PhD

CORE

· 7,289 Views · 4 Likes

Integrating Cursor and LLM for BDD Testing With Playwright MCP (Model Context Protocol)

Learn in this article how BDD, AI-powered Cursor, and Playwright MCP simplify test automation, enabling faster, smarter, and more collaborative workflows.

June 11, 2025

by Kailash Pathak

CORE

· 3,446 Views

Cognitive Architecture: How LLMs Are Changing the Way We Build Software

LLMs are transforming software design by enabling cognitive, agent-driven systems that reason and act, moving beyond traditional, rigid architectures.

June 11, 2025

by Graziano Casto

CORE

· 2,503 Views · 2 Likes

How You Can Use Few-Shot Learning In LLM Prompting To Improve Its Performance

Few-shot learning helps guide AI models by showing them examples in your prompt. This blog explains how it works, when to use it, and tips to get better results.

June 9, 2025

by Srinivas Gurrala

· 3,730 Views · 2 Likes

Software Specs 2.0: Evolving Requirements for the AI Era (2025 Edition)

Learn about key qualities for writing software requirements—documented, correct, testable, and more—tailored for both human developers and AI code generation.

June 9, 2025

by Stelios Manioudakis, PhD

CORE

· 10,891 Views · 5 Likes

Toward Indigenous AI: A Critical Analysis of BharatGen’s Role in Data Sovereignty and Language Equity

This article critically examines BharatGen’s role in advancing Indigenous AI, focusing on data sovereignty and language equity in India.

June 9, 2025

by Praveen Kumar Myakala

· 10,123 Views · 72 Likes

Evaluating the Evaluators: Building Reliable LLM-as-a-Judge Systems

LLMs are changing how we evaluate information faster, smarter, and more consistent. This article shows you how they work, where they help, and why we need to use them.

June 6, 2025

by Sana Zia Hassan

· 1,909 Views · 4 Likes

Integrate Spring With Open AI

Learn how to easily integrate your Spring application with Open AI features and be ready to use the ChatGPT on your Java project.

Updated June 6, 2025

by Felipe Caparelli

· 13,456 Views · 10 Likes

Beyond Web Scraping: Building a Reddit Intelligence Engine With Airflow, DuckDB, and Ollama

Leverage advanced computational techniques to transform unstructured social media data into actionable research insights with a locally-hosted LLM pipeline.

June 5, 2025

by Aditya Karnam Gururaj Rao

· 2,698 Views · 3 Likes

MLOps: Practical Lessons from Bridging the Gap Between ML Development and Production

Real-world MLOps: 7 trends and practical lessons from feature stores, monitoring, GitOps, platforms, and ethics matter from ML trenches.

June 5, 2025

by Mahesh Vaijainthymala Krishnamoorthy

· 2,124 Views

How I Built an AI Portal for Document Q and A, Summarization, Transcription, Translation, and Extraction

Fed up with juggling disconnected AI tools, I built a simple, all-in-one web portal for document processing—summaries, transcriptions, translations, and more. Here’s how.

June 5, 2025

by Sanjay Krishnegowda

· 2,240 Views · 2 Likes

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